Triple

T7288675
Position Surface form Disambiguated ID Type / Status
Subject Massive Attack E163937 entity
Predicate associatedAct P37 FINISHED
Object Elizabeth Fraser
Elizabeth Fraser is a Scottish singer best known as the ethereal-voiced frontwoman of Cocteau Twins and for her influential guest vocal work in electronic and trip-hop music.
E653983 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Elizabeth Fraser | Statement: [Massive Attack, associatedAct, Elizabeth Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elizabeth Fraser
Context triple: [Massive Attack, associatedAct, Elizabeth Fraser]
  • A. Elizabeth Frances Fraser
    Elizabeth Frances Fraser was the wife of British soldier and politician Leonard Darwin, son of the naturalist Charles Darwin.
  • B. Elisabeth Farquharson
    Elisabeth Farquharson was an 18th-century Scottish gentlewoman best known as the wife of the jurist and early evolutionary thinker James Burnett, Lord Monboddo.
  • C. Florence Mackenzie
    Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
  • D. Mary Christianna Milne
    Mary Christianna Milne, better known by her pen name Christianna Brand, was a British crime and children's author renowned for her Inspector Cockrill detective novels and the Nurse Matilda stories that inspired the "Nanny McPhee" films.
  • E. Frances Stevenson
    Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Elizabeth Fraser
Triple: [Massive Attack, associatedAct, Elizabeth Fraser]
Generated description
Elizabeth Fraser is a Scottish singer best known as the ethereal-voiced frontwoman of Cocteau Twins and for her influential guest vocal work in electronic and trip-hop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elizabeth Fraser
Target entity description: Elizabeth Fraser is a Scottish singer best known as the ethereal-voiced frontwoman of Cocteau Twins and for her influential guest vocal work in electronic and trip-hop music.
  • A. Elizabeth Frances Fraser
    Elizabeth Frances Fraser was the wife of British soldier and politician Leonard Darwin, son of the naturalist Charles Darwin.
  • B. Elisabeth Farquharson
    Elisabeth Farquharson was an 18th-century Scottish gentlewoman best known as the wife of the jurist and early evolutionary thinker James Burnett, Lord Monboddo.
  • C. Florence Mackenzie
    Florence Mackenzie was the wife of Scottish Olympic champion and missionary Eric Liddell, known for supporting his work in China and caring for their family during his internment and death in World War II.
  • D. Mary Christianna Milne
    Mary Christianna Milne, better known by her pen name Christianna Brand, was a British crime and children's author renowned for her Inspector Cockrill detective novels and the Nurse Matilda stories that inspired the "Nanny McPhee" films.
  • E. Frances Stevenson
    Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6bde448190b52852c916a8059d completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db4671e08190874d5e099e883509 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbc1ff0c8190bc7639a74a5d3af3 completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 3 p.m.